agentic-delegation

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Plan who does each step of a task in this repo, on which model, at which effort: Haiku or Sonnet subagents for search, recon, and log-reading; code edits on Opus 5.5; start at medium effort and escalate on evidence (high, then xhigh, then Fable 5.1 for one stuck task); the orchestrator keeps design, security-sensitive edits, verification, and the commit. Use at the start of any task that spans more than one file or needs research or CI-log triage, whenever a fix keeps failing at the current effort, and whenever you are about to spawn a subagent or pick a model or effort level — even if nobody says 'delegate'.

AI & Automation 23 stars 3 forks Updated today Apache-2.0

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# Agentic Delegation The orchestrator's context window is the scarcest resource in a session. Every file dump, log tail, and grep result read directly is context that can no longer hold the plan, the spec, or the diff under review. Delegation exists to keep that window for judgment. Opus 5.5 is the daily driver: it is the orchestrator, and it makes the code edits. Reading work goes to cheaper models. ## Route each step by the kind of work | Work | Who does it | Model | Effort | | --- | --- | --- | --- | | Search, recon, mapping call sites, "where does X live" | subagent (`Explore`) | `haiku`; `sonnet` when interpreting what it finds takes judgment | none on Haiku | | Reading CI or gate logs, running the gate suite | subagent | `haiku` or `sonnet` | none on Haiku | | Bulk prose: docs pages, guides, templates, against an exact spec | subagent | `sonnet` | session level | | Code edits: scripts, tests, generators, gates, workflow code, Rust | orchestrator, or `opus` subagents for independent parallel edits | Opus 5.5 | session level | | Architecture, schema shapes, security-sensitive and load-bearing edits | orchestrator only | Opus 5.5 | session level | | Verification of delegate output, and the commit | orchestrator only | Opus 5.5 | session level | | One task that `high` has failed twice in the same way | orchestrator, after switching model | Fable 5.1 | then switch back | Search and log-reading are summarization jobs: a cheaper model reads a lot and returns a little, and...

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Author
VincentChuWaiChow
Repository
VincentChuWaiChow/vanguard-frontier-agentic
Created
5 months ago
Last Updated
today
Language
Rust
License
Apache-2.0

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